2024The Topology and Geometry of Neural RepresentationsBaihan LinNikolaus KriegeskorteEmergence of brain-like mirror-symmetric viewpoint tuning in convolutional neural networksAmirhossein FarzmahdiWilbert ZarcoWinrich FreiwaldNikolaus KriegeskorteTal GolanSource Invariance and Probabilistic Transfer: A Testable Theory of Probabilistic Neural RepresentationsSamuel LipplRaphael GerratyJohn MorrisonNikolaus KriegeskorteCan neural networks benefit from objectives that encourage iterative convergent computations? A case study of ResNets and object classificationSamuel LipplBenjamin PetersNikolaus KriegeskorteHow does the primate brain combine generative and discriminative computations in vision?Benjamin PetersJames J. DiCarloTodd GureckisRalf HaefnerLeyla IsikJoshua TenenbaumTalia KonkleThomas NaselarisKimberly StachenfeldZenna TavaresDoris TsaoIlker YildirimNikolaus KriegeskorteDistinct fronto-temporal substrates of distributional and taxonomic similarity among words: evidence from RSA of BOLD signalsFrancesca CarotaHamed NiliFriedemann PulvermüllerNikolaus Kriegeskorte2023Testing the limits of natural language models for predicting human language judgementsTal GolanMatthew SiegelmanNikolaus KriegeskorteChristopher BaldassanoExtracting and visualizing hidden activations and computational graphs of PyTorch models with TorchLensJohnMark TaylorNikolaus KriegeskorteStatistical inference on representational geometriesHeiko H SchüttAlexander D KipnisJörn DiedrichsenNikolaus KriegeskortePredicting brain activity using TransformersHossein AdeliMinni SunNikolaus KriegeskorteAffinity-based Attention in Self-supervised Transformers Predicts Dynamics of Object Grouping in HumansHossein AdeliSeoyoung AhnNikolaus KriegeskorteGregory ZelinskyThe neuroconnectionist research programmeAdrien DoerigRowan SommersKatja SeeligerBlake RichardsJenann IsmaelGrace LindsayKonrad KordingTalia KonkleMarcel van GervenNikolaus KriegeskorteTim KietzmannTorchLens: A Python package for extracting and visualizing hidden activations of PyTorch modelsJohnMark TaylorNikolaus KriegeskorteDeep neural networks and visuo-semantic models explain complementary components of human ventral-stream representational dynamicsKamila JozwikTim KietzmannRadoslaw CichyNikolaus KriegeskorteMarieke Mur2022Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgmentsTal GolanWenxuan GuoHeiko H SchüttNikolaus KriegeskorteDisentangling five dimensions of animacy in human brain and behaviourKamila JozwikElias NajarroJasper van den BoschIan CharestRadoslaw CichyNikolaus KriegeskorteFace dissimilarity judgements are predicted by representational distance in morphable and image-computable modelsKamila JozwikJonathan O'KeeffeKatherine StorrsWenxuan GuoTal GolanNikolaus Kriegeskorte2021Statistical inference on representational geometriesHeiko SchüttAlexander KipnisJörn DiedrichsenNikolaus KriegeskorteCapturing the objects of vision with neural networksBenjamin PetersNikolaus KriegeskorteNeural tuning and representational geometryNikolaus KriegeskorteXuexin WeiComparing representational geometries using whitened unbiased-distance-matrix similarityJörn DiedrichsenEva BerlotMarieke MurHeiko SchüttMahdiyar ShahbaziNikolaus KriegeskorteDiverse Deep Neural Networks All Predict Human IT Well, After Training and FittingKatherine StorrsTim KietzmannAlexander WaltherJohannes MehrerNikolaus Kriegeskorte Visualizing the geometry of labeled high-dimensional data with spheresAndrew ZahariaAnish PotnisAlexander WaltherNikolaus KriegeskortePromises and challenges of human computational ethologyDean MobbsToby WiseNanthia SuthanaNoah GuzmanNikolaus KriegeskorteJoel LeiboViewing ambiguous social interactions increases functional connectivity between frontal and temporal nodes of the social brainMatthew AinsworthJérôme SalletOlivier JolyDiana KyriazisNikolaus KriegeskorteJohn DuncanUrs SchüffelgenMatthew RushworthAndrew BellThe representational dynamics of perceived voice emotions evolve from categories to dimensionsBruno GiordanoCaroline WhitingNikolaus KriegeskorteSonja KotzJoachim GrossPascal BelinSemantic Data Set Construction from Human Clustering and Spatial ArrangementOlga MajewskaDiana McCarthyJasper van den BoschNikolaus KriegeskorteIvan VulićAnna KorhonenFFA and OFA encode distinct types of face identity informationMaria TsantaniNikolaus KriegeskorteKatherine StorrsAdrian WilliamsCarolyn McGettiganLúcia GarridoAn ecologically motivated image dataset for deep learning yields better models of human visionJohannes MehrerCourtney SpoererEmer JonesNikolaus KriegeskorteTim KietzmannAn ecologically motivated image dataset for deep learning yields better models of human visionJohannes MehrerCourtney J. SpoererEmer C. JonesNikolaus KriegeskorteTim C. KietzmannFeatured Publicationedit publication{{ name }}. . . Abstract Citation No resultsThere are no publications with the provided filters.Sort Publications ByKeyword filter: {{ filter.label }}
Emergence of brain-like mirror-symmetric viewpoint tuning in convolutional neural networksAmirhossein FarzmahdiWilbert ZarcoWinrich FreiwaldNikolaus KriegeskorteTal Golan
Source Invariance and Probabilistic Transfer: A Testable Theory of Probabilistic Neural RepresentationsSamuel LipplRaphael GerratyJohn MorrisonNikolaus Kriegeskorte
Can neural networks benefit from objectives that encourage iterative convergent computations? A case study of ResNets and object classificationSamuel LipplBenjamin PetersNikolaus Kriegeskorte
How does the primate brain combine generative and discriminative computations in vision?Benjamin PetersJames J. DiCarloTodd GureckisRalf HaefnerLeyla IsikJoshua TenenbaumTalia KonkleThomas NaselarisKimberly StachenfeldZenna TavaresDoris TsaoIlker YildirimNikolaus Kriegeskorte
Distinct fronto-temporal substrates of distributional and taxonomic similarity among words: evidence from RSA of BOLD signalsFrancesca CarotaHamed NiliFriedemann PulvermüllerNikolaus Kriegeskorte
Testing the limits of natural language models for predicting human language judgementsTal GolanMatthew SiegelmanNikolaus KriegeskorteChristopher Baldassano
Extracting and visualizing hidden activations and computational graphs of PyTorch models with TorchLensJohnMark TaylorNikolaus Kriegeskorte
Statistical inference on representational geometriesHeiko H SchüttAlexander D KipnisJörn DiedrichsenNikolaus Kriegeskorte
Affinity-based Attention in Self-supervised Transformers Predicts Dynamics of Object Grouping in HumansHossein AdeliSeoyoung AhnNikolaus KriegeskorteGregory Zelinsky
The neuroconnectionist research programmeAdrien DoerigRowan SommersKatja SeeligerBlake RichardsJenann IsmaelGrace LindsayKonrad KordingTalia KonkleMarcel van GervenNikolaus KriegeskorteTim Kietzmann
TorchLens: A Python package for extracting and visualizing hidden activations of PyTorch modelsJohnMark TaylorNikolaus Kriegeskorte
Deep neural networks and visuo-semantic models explain complementary components of human ventral-stream representational dynamicsKamila JozwikTim KietzmannRadoslaw CichyNikolaus KriegeskorteMarieke Mur
Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgmentsTal GolanWenxuan GuoHeiko H SchüttNikolaus Kriegeskorte
Disentangling five dimensions of animacy in human brain and behaviourKamila JozwikElias NajarroJasper van den BoschIan CharestRadoslaw CichyNikolaus Kriegeskorte
Face dissimilarity judgements are predicted by representational distance in morphable and image-computable modelsKamila JozwikJonathan O'KeeffeKatherine StorrsWenxuan GuoTal GolanNikolaus Kriegeskorte
Statistical inference on representational geometriesHeiko SchüttAlexander KipnisJörn DiedrichsenNikolaus Kriegeskorte
Comparing representational geometries using whitened unbiased-distance-matrix similarityJörn DiedrichsenEva BerlotMarieke MurHeiko SchüttMahdiyar ShahbaziNikolaus Kriegeskorte
Diverse Deep Neural Networks All Predict Human IT Well, After Training and FittingKatherine StorrsTim KietzmannAlexander WaltherJohannes MehrerNikolaus Kriegeskorte
Visualizing the geometry of labeled high-dimensional data with spheresAndrew ZahariaAnish PotnisAlexander WaltherNikolaus Kriegeskorte
Promises and challenges of human computational ethologyDean MobbsToby WiseNanthia SuthanaNoah GuzmanNikolaus KriegeskorteJoel Leibo
Viewing ambiguous social interactions increases functional connectivity between frontal and temporal nodes of the social brainMatthew AinsworthJérôme SalletOlivier JolyDiana KyriazisNikolaus KriegeskorteJohn DuncanUrs SchüffelgenMatthew RushworthAndrew Bell
The representational dynamics of perceived voice emotions evolve from categories to dimensionsBruno GiordanoCaroline WhitingNikolaus KriegeskorteSonja KotzJoachim GrossPascal Belin
Semantic Data Set Construction from Human Clustering and Spatial ArrangementOlga MajewskaDiana McCarthyJasper van den BoschNikolaus KriegeskorteIvan VulićAnna Korhonen
FFA and OFA encode distinct types of face identity informationMaria TsantaniNikolaus KriegeskorteKatherine StorrsAdrian WilliamsCarolyn McGettiganLúcia Garrido
An ecologically motivated image dataset for deep learning yields better models of human visionJohannes MehrerCourtney SpoererEmer JonesNikolaus KriegeskorteTim Kietzmann
An ecologically motivated image dataset for deep learning yields better models of human visionJohannes MehrerCourtney J. SpoererEmer C. JonesNikolaus KriegeskorteTim C. Kietzmann
